Classification on Compas (Accuracy, Disparity, and Entropy Metrics)
0.9579AccuracyUnit
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Unit2026.01 | 0.9579 | 0.0958 | 0.0077 | 0.0283 | 0.062 | 0.41 | 11.37 | |
| Mixed kNN2026.01 | 0.9572 | 0.123 | 0.0258 | 0.0188 | 0.0702 | 0.44 | 11.22 | |
| Log. reg.2026.01 | 0.9554 | 0.0999 | 0.0076 | 0.0254 | 0.0618 | 0.41 | 10.74 | |
| Subset2026.01 | 0.9549 | 0.1069 | 0.0376 | 0.0172 | 0.0741 | 0.44 | 10.74 | |
| Mixed unit2026.01 | 0.9524 | 0.1089 | 0.0359 | 0.0184 | 0.0743 | 0.43 | 10.06 | |
| kNN2026.01 | 0.9502 | 0.1057 | 0.0066 | 0.019 | 0.0599 | 0.41 | 9.6 |